WiMi Researches Quantum Computing Simulation Model Based on Hybrid Parallel Architecture

BEIJING, Sept. 30, 2026 /PRNewswire/ -- WiMi Hologram Cloud Inc. (NASDAQ: WIMI) ("WIMI" or the "Company"), a leading global technology provider focused on core issues in quantum computing simulation and specializing in high-performance quantum simulation technology, is developing a quantum computing simulation model based on a hybrid parallel architecture. By optimizing the classical hybrid architecture with CPU-GPU heterogeneous collaboration, the model reconstructs the computational logic of quantum simulation, breaks through the bottlenecks in computing power, storage and scalability inherent in traditional simulation solutions, and delivers an innovative technical solution for the efficient simulation of quantum algorithms and the verification of quantum computing principles. Deeply integrated with the high-performance computing (HPC) technology system, the model comprehensively improves the overall performance and adaptability of quantum computing simulation through architectural optimization, innovative resource scheduling, and refined management of data storage and computing granularity.

A core advantage of the hybrid parallel quantum computing simulation model lies in its hardware-agnostic elastic and scalable resource scheduling capability, which addresses the poor hardware adaptability and low resource utilization plaguing traditional simulation models. During the execution of quantum simulation tasks, quantum circuits of different scales and algorithm logics impose vastly different requirements on CPU general-purpose computing power and GPU parallel acceleration capabilities. The model builds an intelligent resource scheduling mechanism that can analyze real-time computing power demands of simulation tasks and resource endowments of hardware environments, dynamically allocate CPU serial computing resources and GPU parallel acceleration resources, and achieve precise matching between software and hardware resources.

Whether for large-scale, high-dimensional full-domain quantum simulation tasks or lightweight simulation scenarios with limited hardware resources, the architecture can maximize hardware computing performance via elastic resource scheduling strategies. Meanwhile, its hardware-agnostic architectural design enables compatibility with multiple types of classical heterogeneous hybrid computing platforms. Freeing from the reliance of traditional simulation models on dedicated hardware devices, the technology greatly expands the application scenarios of quantum simulation and lays a solid technical foundation for the normalized research and development as well as popularized verification of quantum algorithms.

In terms of the precise processing of quantum states and quantum transformations, the model optimizes the operational logic of combination operators and projection operators to realize high-precision analysis and modeling of quantum state evolution and quantum transformation processes, solving the problem of insufficient quantum representation precision in classical simulation systems. Furthermore, it adopts an innovative refined storage management strategy. Tailored to the storage, reading and transmission requirements of massive high-dimensional data in quantum simulation, the strategy optimizes data storage structures and access logic, effectively reducing data read-write latency and minimizing invalid data transmission overhead, thus improving the overall simulation efficiency at the data link level.

To tackle resource waste and computing power imbalance in distributed simulation scenarios, the model innovatively adopts a granularity-controllable distributed computing architecture. Through hierarchical management and control of projection operators for quantum structure and optimized merged memory access modes, it achieves precise regulation of simulation computing granularity. The architecture restructures distributed computing tasks into a tree-like data structure, enables hierarchical splitting and graded scheduling of computing tasks, and precisely matches the computing capacity of different computing nodes, thereby avoiding idle computing resources and node overload. This design fully leverages the heterogeneous collaborative computing power of CPUs and GPUs, and significantly accelerates the simulation speed of complex quantum circuits and high-dimensional quantum algorithms while guaranteeing computational accuracy in quantum simulation.

In addition, leveraging quantum state and quantum transformation projection optimization technology, the model further refines the task allocation and granularity control mechanism for distributed computing, maximizing the utilization efficiency of hardware resources. In quantum simulation, the precise representation of quantum states and accurate iteration of quantum transformations serve as core prerequisites for valid simulation results. Through projection technology optimization, the architecture simplifies redundant quantum operation logic and compresses the storage scale of high-dimensional quantum data, substantially reducing simulation computation volume and storage resource consumption without compromising computational accuracy. It also optimizes the distributed task distribution mechanism to realize balanced allocation of computing tasks, resolving the pain points of resource concentration and unbalanced node load in traditional distributed simulation, and comprehensively enhancing the collaborative computing efficiency of heterogeneous hardware clusters.

WIMI's self-developed quantum computing simulation model based on hybrid parallel architecture provides an efficient simulation tool for quantum algorithm research and development, quantum circuit optimization and quantum mechanism verification. It effectively shortens the R&D cycle of quantum technology and accelerates the full-process iteration of quantum computing from theoretical research and simulation verification to hardware implementation. The model holds significant technical value and broad application prospects for driving technological innovation and industrial application in various fields including quantum cryptography, quantum communication and quantum information processing.

About WiMi Hologram Cloud Inc.

WiMi Hologram Cloud Inc. (NASDAQ: WiMi) focuses on holographic cloud services, primarily concentrating on professional fields such as in-vehicle AR holographic HUD, 3D holographic pulse LiDAR, head-mounted light field holographic devices, holographic semiconductors, holographic cloud software, holographic car navigation, metaverse holographic AR/VR devices, and metaverse holographic cloud software. It covers multiple aspects of holographic AR technologies, including in-vehicle holographic AR technology, 3D holographic pulse LiDAR technology, holographic vision semiconductor technology, holographic software development, holographic AR virtual advertising technology, holographic AR virtual entertainment technology, holographic ARSDK payment, interactive holographic virtual communication, metaverse holographic AR technology, and metaverse virtual cloud services. WiMi is a comprehensive holographic cloud technology solution provider. For more information, please visit http://ir.wimiar.com.

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